"curiosity sustains novelty, efficiency sustains impact, reliability sustains adaptation"
I got my Bachelor's in Computer Science from BITS Pilani, Dubai where I learnt a great deal and was fortunate to conduct my thesis focused on efficient point cloud analysis at CVIG, IIT Gandhinagar supervised by Prof Raja Muthalagu and Prof Shanmuganathan Raman.
I have developed learning methods for visual understanding tasks across applications in Biomedical analysis, Human Motion Understanding and Point Cloud Perception. I also work on some personal projects like badminton shuttle tracking for umpire decision aid(I wanted to see how well it can track my smashes), created dataset for chess move detection(can be used for automatic transcribing in college fest). More recently, I am exploring reliability challenges of learning methods in real case scenarios with applications to computer vision.
I feel inspired by Richard Feynman, Albert Einstein and my friends. I like the idea of entropy and balance in nature.
Publications
PointGADM: Geometry Acquainted Deep Model for 3D Point Cloud Analysis
Seema Kumari, S. Patel, Raja Muthalagu, Shanmuganathan Raman
International Conference on Pattern Recognition, 2024
Deep Learning Based Intrusion Detection Systems Techniques in IoT - Survey
Samay Kalpesh Patel, Sapna Sadhwani, Raja Muthalagu, Pranav Mothabhau Pawar
2023 International Conference on Computational Intelligence and Knowledge Economy (ICCIKE), 2023